@base <https://www.coatue.com/c/takes/ai-is-hitting-a-new-inflection-point> .
@prefix schema: <https://schema.org/> .
@prefix owl: <https://www.w3.org/2002/07/owl#> .

<#article> a schema:Article ;
  schema:headline "AI Is Hitting a New Inflection Point"@en ;
  schema:name "AI Is Hitting a New Inflection Point"@en ;
  schema:alternativeHeadline "The SaaS model is being rewritten in real-time"@en ;
  schema:datePublished "2026-03-26" ;
  schema:inLanguage "en" ;
  schema:url <https://www.coatue.com/c/takes/ai-is-hitting-a-new-inflection-point> ;
  schema:publisher <#coatue> ;
  schema:author <#lucas-swisher> ;
  schema:about
    <#inflection-point>,
    <#saas-rewrite>,
    <#per-seat-pricing>,
    <#per-output-pricing>,
    <#outcome-selling>,
    <#services-as-software>,
    <#unit-of-economic-value>,
    <#addressable-market-expansion>,
    <#software-market>,
    <#services-market>,
    <#ai-labs-scale>,
    <#labor-budget-unlock> ;
  schema:articleSection
    "Why the SaaS model is being rewritten"@en,
    "From seats to outputs"@en,
    "Why the market expands"@en,
    "Implications for software businesses"@en ;
  schema:abstract """The article argues that frontier AI is shifting enterprise value capture from per-seat software pricing to per-output work delivery, expanding the market from software budgets toward services budgets."""@en ;
  schema:articleBody """Lucas Swisher argues that AI is pushing software toward a new commercial model. Instead of charging for access to a tool on a per-seat basis, AI-native companies can increasingly charge for completed work on a per-output basis. The post frames this as a shift in the unit of economic value from software seats to outcomes, driven by AI labs that now outscale many historic software franchises. That transition, the article claims, expands the addressable market from roughly a 0.2 trillion dollar software market to a 5.5 trillion dollar services-as-software opportunity because labor and service budgets are much larger than classic software budgets."""@en ;
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    <#coatue>,
    <#lucas-swisher>,
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    <#software-market>,
    <#services-market> .

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  schema:url <https://www.coatue.com/> .

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  schema:name "Lucas Swisher"@en ;
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  schema:name "AI commercialization playbook"@en ;
  schema:description "A framing for monetizing AI through completed work and measurable business outputs instead of tool access alone."@en .

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  schema:name "Services-as-software model"@en ;
  schema:description "A productized delivery model in which AI systems sell finished work or measurable outcomes in a software-like wrapper."@en ;
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  schema:name "AI execution engine"@en ;
  schema:description "A generic software layer that performs end-to-end work rather than merely assisting a human user."@en .

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  schema:name "Inflection point"@en ;
  schema:description "The article's claim that AI has reached a stage where software pricing, value capture, and market scope all begin to change materially."@en .

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  schema:name "SaaS rewrite"@en ;
  schema:description "The argument that classic seat-based SaaS economics are being rewritten by AI systems that can price against outcomes and completed work."@en .

<#per-seat-pricing> a schema:DefinedTerm ;
  schema:name "Per-seat pricing"@en ;
  schema:description "The traditional software model of charging for user access, licenses, or seats rather than for delivered business results."@en .

<#per-output-pricing> a schema:DefinedTerm ;
  schema:name "Per-output pricing"@en ;
  schema:description "The AI-era pricing model emphasized by the article, where customers pay for completed work or measurable outputs."@en .

<#outcome-selling> a schema:DefinedTerm ;
  schema:name "Outcome selling"@en ;
  schema:description "Selling the result of work rather than the software tool used to produce it."@en .

<#services-as-software> a schema:DefinedTerm ;
  schema:name "Services-as-software"@en ;
  schema:description "The article's label for AI businesses that package labor-like output delivery in a software product or platform form."@en .

<#unit-of-economic-value> a schema:DefinedTerm ;
  schema:name "Unit of economic value"@en ;
  schema:description "The monetization unit the article says is shifting from seats and tool access toward completed work and business outcomes."@en .

<#addressable-market-expansion> a schema:DefinedTerm ;
  schema:name "Addressable market expansion"@en ;
  schema:description "The claim that moving from software budgets to services budgets expands the market opportunity by roughly twenty-five times."@en .

<#software-market> a schema:DefinedTerm ;
  schema:name "0.2T software market"@en ;
  schema:description "The legacy software budget pool used by the article as the baseline for comparison with AI-enabled services spending."@en .

<#services-market> a schema:DefinedTerm ;
  schema:name "5.5T services market"@en ;
  schema:description "The larger labor and services spending pool that becomes addressable when AI companies sell work rather than seats."@en .

<#ai-labs-scale> a schema:DefinedTerm ;
  schema:name "AI labs outscaling software businesses"@en ;
  schema:description "The article's observation that leading AI labs now rival or exceed the scale of many iconic software businesses, signaling a structural shift."@en .

<#labor-budget-unlock> a schema:DefinedTerm ;
  schema:name "Labor budget unlock"@en ;
  schema:description "The strategic idea that outcome-based AI products can tap labor and services budgets that classic SaaS could not reach."@en .

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  schema:name "Why the SaaS model is being rewritten"@en ;
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  schema:about <#saas-rewrite>, <#inflection-point>, <#ai-labs-scale> ;
  schema:text """The post frames the present moment as a structural break in software, with AI scale and capabilities changing how value is created and sold."""@en .

<#part-pricing> a schema:WebPageElement ;
  schema:name "From seats to outputs"@en ;
  schema:position 2 ;
  schema:about <#per-seat-pricing>, <#per-output-pricing>, <#unit-of-economic-value>, <#outcome-selling> ;
  schema:text """The core argument is that AI lets companies charge for finished work rather than for access to a tool, shifting the unit of value from the seat to the output."""@en .

<#part-market> a schema:WebPageElement ;
  schema:name "Why the market expands"@en ;
  schema:position 3 ;
  schema:about <#addressable-market-expansion>, <#software-market>, <#services-market>, <#labor-budget-unlock> ;
  schema:text """Once AI products sell outcomes, they can compete for much larger labor and services budgets instead of remaining constrained by classic software spend."""@en .

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  schema:name "Implications for software businesses"@en ;
  schema:position 4 ;
  schema:about <#services-as-software>, <#ai-execution-engine>, <#services-as-software-platform> ;
  schema:text """The piece implies that winning AI companies will increasingly resemble software systems that execute work, not just software tools that assist workers."""@en .

<#argument-howto> a schema:HowTo ;
  schema:name "How the article evaluates the new AI commercialization model"@en ;
  schema:description """The article identifies a commercial inflection point by linking pricing model changes to a much larger budget pool and a new unit of delivered value."""@en ;
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  schema:about <#services-as-software>, <#per-output-pricing> ;
  schema:step <#step-1>, <#step-2>, <#step-3>, <#step-4> .

<#step-1> a schema:HowToStep ;
  schema:name "Recognize the pricing shift"@en ;
  schema:position 1 ;
  schema:text "The argument starts by observing that AI products can increasingly sell outputs rather than seats."@en ;
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<#step-2> a schema:HowToStep ;
  schema:name "Redefine the unit of value"@en ;
  schema:position 2 ;
  schema:text "The article treats completed work as the new unit of economic value, replacing tool access as the basis for pricing."@en ;
  schema:isPartOf <#argument-howto> .

<#step-3> a schema:HowToStep ;
  schema:name "Re-scope the addressable market"@en ;
  schema:position 3 ;
  schema:text "Once value is tied to work, the relevant market moves from software budgets toward much larger services and labor budgets."@en ;
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<#step-4> a schema:HowToStep ;
  schema:name "Infer the strategic implication"@en ;
  schema:position 4 ;
  schema:text "The piece concludes that the strongest AI companies may monetize more like software-wrapped services than classic SaaS vendors."@en ;
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  schema:name "What is the article's main claim?"@en ;
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<#faq-1-answer> a schema:Answer ;
  schema:text "The article argues that AI is shifting software monetization from seat-based pricing to output-based pricing and thereby expanding the market from software budgets to services budgets."@en ;
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  schema:name "What does the article mean by rewriting SaaS?"@en ;
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<#faq-2-answer> a schema:Answer ;
  schema:text "It means AI changes the business model from charging for tool access to charging for completed work or measurable outcomes."@en ;
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<#faq-3> a schema:Question ;
  schema:name "What is the old unit of value in software?"@en ;
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<#faq-3-answer> a schema:Answer ;
  schema:text "The old unit of value is the software seat or user license purchased to access a tool."@en ;
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<#faq-4> a schema:Question ;
  schema:name "What is the new unit of economic value according to the article?"@en ;
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<#faq-4-answer> a schema:Answer ;
  schema:text "The new unit is completed work or output, meaning customers pay for results instead of access."@en ;
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<#faq-5> a schema:Question ;
  schema:name "Why does per-output pricing matter?"@en ;
  schema:acceptedAnswer <#faq-5-answer> ;
  schema:isPartOf <#article> .
<#faq-5-answer> a schema:Answer ;
  schema:text "It aligns pricing to delivered value and lets AI companies compete for budgets traditionally reserved for service providers and labor."@en ;
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<#faq-6> a schema:Question ;
  schema:name "What is services-as-software?"@en ;
  schema:acceptedAnswer <#faq-6-answer> ;
  schema:isPartOf <#article> .
<#faq-6-answer> a schema:Answer ;
  schema:text "It is the model in which AI systems package work delivery in a software form, effectively selling services with software economics and interfaces."@en ;
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<#faq-7> a schema:Question ;
  schema:name "How large is the market shift described in the article?"@en ;
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<#faq-7-answer> a schema:Answer ;
  schema:text "The article frames the shift as moving from roughly a 0.2 trillion dollar software market to a 5.5 trillion dollar services-as-software opportunity."@en ;
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<#faq-8> a schema:Question ;
  schema:name "Why do AI labs matter to this argument?"@en ;
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<#faq-8-answer> a schema:Answer ;
  schema:text "Because their scale and capability signal that AI can now support business models that deliver work directly rather than just augmenting users."@en ;
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<#faq-9> a schema:Question ;
  schema:name "What budgets become reachable in this model?"@en ;
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<#faq-9-answer> a schema:Answer ;
  schema:text "Labor and services budgets become reachable once AI products are sold as outcomes instead of licensed as tools."@en ;
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<#faq-10> a schema:Question ;
  schema:name "What strategic implication follows for software companies?"@en ;
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<#faq-10-answer> a schema:Answer ;
  schema:text "Software companies may need to design products that execute work and capture outcome-based value rather than merely enabling human workflows."@en ;
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